Characterizing Paraphrase-Induced Failures in Lean 4 Autoformalization
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, William, Lou, Ethan, Sharma, Aryan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Evaluation Benchmark for Autoformalization in Lean4
by: Gulati, Aryan, et al.
Published: (2024)
by: Gulati, Aryan, et al.
Published: (2024)
Process-Driven Autoformalization in Lean 4
by: Lu, Jianqiao, et al.
Published: (2024)
by: Lu, Jianqiao, et al.
Published: (2024)
Autoformalizing Memory Specifications with Agents
by: Ernst, Jan Ole, et al.
Published: (2026)
by: Ernst, Jan Ole, et al.
Published: (2026)
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
by: Soroco, Mauricio, et al.
Published: (2025)
by: Soroco, Mauricio, et al.
Published: (2025)
Autoformalizing Euclidean Geometry
by: Murphy, Logan, et al.
Published: (2024)
by: Murphy, Logan, et al.
Published: (2024)
MathAtlas: A Benchmark for Autoformalization in the Wild
by: Patel, Nilay, et al.
Published: (2026)
by: Patel, Nilay, et al.
Published: (2026)
Mitigating Paraphrase Attacks on Machine-Text Detectors via Paraphrase Inversion
by: Soto, Rafael Rivera, et al.
Published: (2024)
by: Soto, Rafael Rivera, et al.
Published: (2024)
Reliable Evaluation and Benchmarks for Statement Autoformalization
by: Poiroux, Auguste, et al.
Published: (2024)
by: Poiroux, Auguste, et al.
Published: (2024)
MahaParaphrase: A Marathi Paraphrase Detection Corpus and BERT-based Models
by: Jadhav, Suramya, et al.
Published: (2025)
by: Jadhav, Suramya, et al.
Published: (2025)
Action Controlled Paraphrasing
by: Shi, Ning, et al.
Published: (2024)
by: Shi, Ning, et al.
Published: (2024)
Munkres' General Topology Autoformalized in Isabelle/HOL
by: Bryant, Dustin, et al.
Published: (2026)
by: Bryant, Dustin, et al.
Published: (2026)
Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4
by: Li, Yuxin, et al.
Published: (2025)
by: Li, Yuxin, et al.
Published: (2025)
Revisiting the Necessity of Graph Learning and Common Graph Benchmarks
by: Katsman, Isay, et al.
Published: (2024)
by: Katsman, Isay, et al.
Published: (2024)
AutoOR: Scalably Post-training LLMs to Autoformalize Operations Research Problems
by: Motwani, Sumeet Ramesh, et al.
Published: (2026)
by: Motwani, Sumeet Ramesh, et al.
Published: (2026)
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization
by: Zhou, Jin Peng, et al.
Published: (2024)
by: Zhou, Jin Peng, et al.
Published: (2024)
ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data
by: Liu, Xiaoyang, et al.
Published: (2025)
by: Liu, Xiaoyang, et al.
Published: (2025)
Dissociating Decodability and Causal Use in Bracket-Sequence Transformers
by: Sharma, Aryan, et al.
Published: (2026)
by: Sharma, Aryan, et al.
Published: (2026)
LeanTree: Accelerating White-Box Proof Search with Factorized States in Lean 4
by: Kripner, Matěj, et al.
Published: (2025)
by: Kripner, Matěj, et al.
Published: (2025)
FormalAlign: Automated Alignment Evaluation for Autoformalization
by: Lu, Jianqiao, et al.
Published: (2024)
by: Lu, Jianqiao, et al.
Published: (2024)
Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods
by: Shportko, Andrii, et al.
Published: (2026)
by: Shportko, Andrii, et al.
Published: (2026)
Decompose, Structure, and Repair: A Neuro-Symbolic Framework for Autoformalization via Operator Trees
by: Liu, Xiaoyang, et al.
Published: (2026)
by: Liu, Xiaoyang, et al.
Published: (2026)
Generalized Tree Edit Distance (GTED): A Faithful Evaluation Metric for Statement Autoformalization
by: Liu, Yuntian, et al.
Published: (2025)
by: Liu, Yuntian, et al.
Published: (2025)
Revisiting the Robustness of Watermarking to Paraphrasing Attacks
by: Rastogi, Saksham, et al.
Published: (2024)
by: Rastogi, Saksham, et al.
Published: (2024)
Semantic Search and Recommendation Algorithm
by: Duhan, Aryan, et al.
Published: (2024)
by: Duhan, Aryan, et al.
Published: (2024)
Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models
by: Sadanandan, Binesh, et al.
Published: (2026)
by: Sadanandan, Binesh, et al.
Published: (2026)
LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models
by: Kim, Chanyoung, et al.
Published: (2026)
by: Kim, Chanyoung, et al.
Published: (2026)
Evaluating Autoformalization Robustness via Semantically Similar Paraphrasing
by: Moore, Hayden, et al.
Published: (2025)
by: Moore, Hayden, et al.
Published: (2025)
SFT-GRPO Data Overlap as a Post-Training Hyperparameter for Autoformalization
by: Su, Xiaole, et al.
Published: (2026)
by: Su, Xiaole, et al.
Published: (2026)
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models
by: Cheng, Ming, et al.
Published: (2024)
by: Cheng, Ming, et al.
Published: (2024)
Paraphrasing Adversarial Attack on LLM-as-a-Reviewer
by: Kaneko, Masahiro
Published: (2026)
by: Kaneko, Masahiro
Published: (2026)
Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization
by: Wang, Mingyi, et al.
Published: (2026)
by: Wang, Mingyi, et al.
Published: (2026)
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
by: Shetty, Pranav, et al.
Published: (2025)
by: Shetty, Pranav, et al.
Published: (2025)
StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion
by: Wu, Yutong, et al.
Published: (2025)
by: Wu, Yutong, et al.
Published: (2025)
LOOKAT: Lookup-Optimized Key-Attention for Memory-Efficient Transformers
by: Karmore, Aryan
Published: (2026)
by: Karmore, Aryan
Published: (2026)
ButterflyMoE: Sub-Linear Ternary Experts via Structured Butterfly Orbits
by: Karmore, Aryan
Published: (2026)
by: Karmore, Aryan
Published: (2026)
AMPS: ASR with Multimodal Paraphrase Supervision
by: Gupta, Abhishek, et al.
Published: (2024)
by: Gupta, Abhishek, et al.
Published: (2024)
You Didn't Have to Say It like That: Subliminal Learning from Faithful Paraphrases
by: Gisler, Isaia, et al.
Published: (2026)
by: Gisler, Isaia, et al.
Published: (2026)
Fix Representation (Optimally) Before Fairness: Finite-Sample Shrinkage Population Correction and the True Price of Fairness Under Subpopulation Shift
by: Asiaee, Amir, et al.
Published: (2026)
by: Asiaee, Amir, et al.
Published: (2026)
Fairness Under Group-Conditional Prior Probability Shift: Invariance, Drift, and Target-Aware Post-Processing
by: Asiaee, Amir, et al.
Published: (2026)
by: Asiaee, Amir, et al.
Published: (2026)
Projected Boosting with Fairness Constraints: Quantifying the Cost of Fair Training Distributions
by: Asiaee, Amir, et al.
Published: (2026)
by: Asiaee, Amir, et al.
Published: (2026)
Similar Items
-
An Evaluation Benchmark for Autoformalization in Lean4
by: Gulati, Aryan, et al.
Published: (2024) -
Process-Driven Autoformalization in Lean 4
by: Lu, Jianqiao, et al.
Published: (2024) -
Autoformalizing Memory Specifications with Agents
by: Ernst, Jan Ole, et al.
Published: (2026) -
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
by: Soroco, Mauricio, et al.
Published: (2025) -
Autoformalizing Euclidean Geometry
by: Murphy, Logan, et al.
Published: (2024)